Welcome to BlackSwan¶
Autonomous, self‑improving AI swarm with distributed evolution, economic sovereignty, and formally verified core.
BlackSwan is an open‑source research project building a decentralized swarm of AI agents capable of: - Self‑improvement through genetic algorithms and LLM‑powered mutations. - Autonomous trading on both simulated markets and real testnets (Binance, upcoming Web3). - Cryptographic consensus with Ed25519‑signed genome exchange and Byzantine‑fault‑tolerant gossip. - Survival instinct — each node evaluates detection risk and refuses dangerous actions. - Layered memory spanning episodic, semantic, and procedural knowledge with snapshot/recovery.
The project is at TRL‑4: all core components are laboratory‑validated and integrated into a working Docker swarm.
Where to start¶
- Getting Started — launch your first 4‑node swarm in under 5 minutes.
- Design Principles — the philosophy behind BlackSwan's architecture.
- Glossary — definitions of all key system terms.
- Roadmap — current status and upcoming milestones.
Quick launch¶
git clone https://github.com/Deus-corp/BlackSwan.git
cd BlackSwan
python3 swarm_control.py
Use the interactive control panel to start, stop, and configure the swarm without memorising Docker commands.
BlackSwan © 2026. Technical preprint. Does not constitute a call to action.